Taherdangkoo, R., Arab, A., Shakiba, S., Doulati Ardejani, F., & Nagel, T. (2026). What does "good performance" mean in geotechnical machine learning?. Geomechanics for Energy and the Environment, 100865.
Arab, A., Scheytt, T., Nagel, T., & Taherdangkoo, R. (2026). Physics audited and uncertainty aware surrogate modeling for reactive nitrate transport in groundwater. Science of the Total Environment, 1044, 181942.
Hartmann, C., Stanulla, R., & Scheytt, T. (2026). Metal(loid)s in mining contaminated subaquatic sediments of the Berthelsdorfer Hüttenteich, Saxony, Germany. Journal of Soils and Sediments, 26(6), 189.
Giebelmann, J., Eklund, T., Tonauer, C.M., Fidler, L.R., Kraft, L.E., Zick, I., Giesselmann, N.C., Berner, F., Schwerdtfeger, L., Gautam, R., Bauer, R.P.C., Gierke, A., Westermeier, F., Lehmkühler, F., Amann-Winkel, K., & Loerting, T. (2026). Dynamics of coalescence in hyperquenched glassy water probed by x-rays. Journal of Chemical Physics, 164(17), 174504.
Taherdangkoo, R., Nagel, T., Tyurin, V., Chen, C., Doulati Ardejani, F., & Butscher, C. (2026). Prediction of the soil–water retention curve of compacted clays using PSO–GA XGBoost. Artificial Intelligence in Geosciences, 7(1), 100173.
Pitz, M., Ziefle, G., Kunz, H., Nagel, T., Grunwald, N., & Maßmann, J. (2026). A numerical large-scale investigation of gas transport processes in a generic nuclear waste repository in argillaceous porous media. Environmental Earth Sciences, 85(7), 191.
Taherdangkoo, R., Franz, L.S., Arab, A., Wichert, J., & Butscher, C. (2026). Reliable probabilistic landslide susceptibility mapping using a calibrated stacked ensemble with bootstrap-based uncertainty. Bulletin of Engineering Geology and the Environment, 85(5), 333.
Ma, Q., Ge, W., Arab, A., Butscher, C., & Taherdangkoo, R. (2026). Explainable machine learning with ensemble-based uncertainty quantification for groundwater quality indices in the Ganfu Plain, China. Environmental Earth Sciences, 85(8), 196.
Arab, A., Scheytt, T., Nagel, T., & Taherdangkoo, R. (2026). Physics-informed neural network surrogate for reactive nitrate transport in groundwater. Advances in Water Resources, 213, 105305.
Arab, A., Oppelt, L., Chen, C., Wiedener, R., Späker, C., Schenker, F., Lotter, T., Schneider, T., Wunderlich, T., Grab, T., Nagel, T., & Scheytt, T. (2026). Underground thermal energy storage in mines: Field scale heating-cooling cycles and performance at the Reiche Zeche underground mine. Journal of Energy Storage, 163, 122087.
Eklund, T., Tonauer, C.M., Yamashita, K., Giebelmann, J., Fidler, L.R., Karina, A., Li, H., Kraft, L., Berner, F., Gießelmann, N.C., Bauer, R., Gierke, A., Goy, C., Ladd-Parada, M., Perakis, F., Westermeier, F., Lehmkühler, F., Loerting, T., & Amann-Winkel, K. (2026). Pore-collapse in amorphous solid water: A dynamics study. The Journal of Chemical Physics, 164(1), 014501.
Ma, Q., Gong, Q., Ge, W., Jing, M., Guo, F., Butscher, C., & Taherdangkoo, R. (2026). Physics-informed neural networks for groundwater: evidence, limits, and a roadmap. Environmental Earth Sciences, 85(5), 123.
Ye, Z., Wang, L., Zhu, B., Shao, H., Chen, C., Nagel, T., Kolditz, O., & Chen, Y. (2026). A thermo-hydro-chemo-mechanical coupled model for hydrate reservoirs using OpenGeoSys: model development and simulation of the first offshore hydrate production test in the South China Sea. Energy, 346, 140198.
Dagand, L., Bittrich, E., Uhlmann, P., Plamper, F.A., & Münch, A.S. (2026). Switching of Strong Polyelectrolyte Brushes Induced by Changes in the Electrode Potential. Langmuir, 42(18), 12790-12799.
Oppelt, L., Raithel, F., Wunderlich, T., Wenzel, T., Heinrich, P., Bleidießel, M., Himmler, L., Manig, R., Grab, T., & Fieback, T. (2026). Mine water as seasonal heat storage in urban regions—a case study for Freiberg (Germany). Grundwasser, 31(1), 101-110.
Kiszkurno, F.K., Magri, F., & Nagel, T. (2026). Learning from data — Calibration and improvement of modeling thermo-osmosis effects in THM simulations based on the Mont Terri Deep Borehole experiment. International Journal of Rock Mechanics and Mining Sciences, 202, 106513.
Simo, E., Helfer, T., Gerasimov, T., Lehmann, C., Naumov, D., Krejci, T., Koudelka, T., Kruis, J., Nagel, T., & MaÅ¡Ãn, D. (2026). Wrapper-based integration of a thermo-hydro-mechanical hypoplastic bentonite model in OpenGeoSys via MFront. Advances in Engineering Software, 215, 104106.
Neubert, R., Schumann, E., Schildknecht, V., Lehmann, A., Rosenfeldt, S., Hübler, C., & Plamper, F.A. (2026). Structural Changes of Flexible, Small-Sized Polycationic Microgels Upon Interaction With Hexacyanoferrate(III) Viewed at an Atomic and a Particle Scale. Macromolecular Chemistry and Physics, 227(4), e00493.
Oppelt, L., Wenzel, T., Wunderlich, T., Ebel, T., Raithel, F., Krause, W., Heinrich, P., Bleidießel, M., Manig, R., Grab, T., & Fieback, T. (2026). Abandoned and Flooded Mines as Heat Storage Reservoirs: In-Situ Investigations and Integration into District Concepts. Lecture Notes in Civil Engineering, 788 LNCE, 689-698.
Deylaghian, S., Nikooee, E., Ansari, M., Jahanmard, M.R., Aghili, H., Khodayari, E., Riahi, F., Niazi, A., & Nagel, T. (2026). Soil stabilization using biological CO2 sequestration and CO2-based biocementation technique. Journal of Rock Mechanics and Geotechnical Engineering.
Lee, Y.H., Kim, J.K., Kim, Y.J., Kim, M., Cho, Y.C., Husband, R.J., Strohm, C., Ehrenreich-Petersen, E., Glazyrin, K., Laurus, T., Graafsma, H., Bauer, R.P.C., Lehmkühler, F., Appel, K., Konôpková, Z., Tang, M., Dwivedi, A.P., Sztuck-Dambietz, J., Randolph, L., Buakor, K., Humphries, O., Baehtz, C., Eklund, T., Mohrbach, L.K., Mondal, A., Marquardt, H., O'Bannon, E.F., Amann-Winkel, K., Yoo, C.S., Zastrau, U., Liermann, H.P., Nada, H., & Lee, G.W. (2026). Multiple freezing–melting pathways of high-density ice through ice XXI phase at room temperature. Nature Materials, 25(2), 302-309.
Bjorge, M., Chaudhry, A.A., Kurgyis, K., Rühaak, W., & Nagel, T. (2026). Comparative analysis of uncertainty quantification methods in safety assessments for high-level nuclear waste disposal systems. International Journal of Rock Mechanics and Mining Sciences, 202, 106509.
Voigt, A., Strauch, C., Höfken, T., Wahab, M., Hadwich, W., Barner-Kowollik, C., Hübler, C., Schneider, S., & Plamper, F.A. (2026). Following the formation of single-chain nanoparticles generated by interblock crosslinking within diblock copolymers: a Monte Carlo simulation study with adjustable interaction strength between the blocks. Soft Matter.
Zhang, N., Li, J., Xu, W., Naumov, D., Zill, F., Chen, Y., & Nagel, T. (2026). Mind the sump: Solution mining-based reconstruction of sediment-filled regions for improved stability modeling of salt caverns. Tunnelling and Underground Space Technology, 170, 107352.
Valenas, L., Viehweger, C., Gimmler, S., & Löbel, J. (2026). Morphology, hydrochemistry and genesis of water pits in quartzite sandstones of northeastern Thailand. Cave and Karst Science, 53(1), 31-44.
Deng, T., Kern, D., & Nagel, T. (2025). Numerical simulation of wave-induced evolution of small-strain stiffness in submarine environments: Effects on seismic wave propagation. Ocean Engineering, 319, 120188.
Agah, A., Doulati Ardejani, F., Shehab, M., Butscher, C., & Taherdangkoo, R. (2025). Modeling Hydrocarbon Plume Dynamics in Shallow Groundwater of the Rey Industrial Area, Iran: Implications for Remediation Planning. Water (Switzerland), 17(8), 1180.
Mazumder, K., Nederstedt, H., Weber, R., Haraguchi, S., Neubert, R., Plamper, F.A., Müller, C., & Sommer, M. (2025). Kinking Matters: meta-Terphenyl Improves Hydroxide Conductivity of Mechanically Robust Fluorine-Free Poly(arylene piperidinium) Copolymers for Anion Exchange Membranes. ACS Applied Materials and Interfaces, 17(29), 41978-41990.
Gierke, A., Goy, C., Schmidt, A., Möller, J., Walther, M., Bauer, R.P.C., Pudell, J.E., Jo, W., Valerio, J., Wrona, A., Schulz, J., Madsen, A., & Lehmkühler, F. (2025). A liquid jet sample environment for experiments on liquids at MID (EuXFEL). Journal of Physics: Conference Series, 3010(1), 012151.
Bauer, R.P.C., Gierke, A., Goy, C., Pudell, J.E., Jo, W., Valerio, J., Adriano, L., Möller, J., Wrigley, J., Boesenberg, U., Rodriguez-Fernandez, A., Shayduk, R., Youssef, M., Striker, N.N., Giesselmann, N.C., Hövelmann, S.C., Roseker, W., Ayyer, K., Paulus, M., Sternemann, C., Grisenti, R.E., Madsen, A., Schulz, J., & Lehmkühler, F. (2025). Femtosecond pulse pair distribution functions at MID at the European XFEL. Journal of Physics: Conference Series, 3010(1), 012156.
Karina, A., Li, H., Eklund, T., Ladd-Parada, M., Massani, B., Filianina, M., Kondedan, N., Rydh, A., Holl, K., Trevorah, R., Huotari, S., Bauer, R.P.C., Goy, C., Striker, N.N., Dallari, F., Westermeier, F., Sprung, M., Lehmkühler, F., & Amann-Winkel, K. (2025). Multicomponent dynamics in amorphous ice studied using X-ray photon correlation spectroscopy at elevated pressure and cryogenic temperatures. Communications Chemistry, 8(1), 82.
Deylaghian, S., Nikooee, E., Seyedi, A., Niazi, A., & Nagel, T. (2025). Non-ureolytic EICP as a novel enzymatic pathway for sustainable soil stabilization. Scientific Reports, 15(1), 28150.
Madadgar, S., Doulati Ardejani, F., Boroumand, Z., Butscher, C., & Taherdangkoo, R. (2025). Green MnFe₂O₄/g-C₃N₄ Nanoparticles for Pb(II) Treatment in Contaminated Water: Experimental Insights and Machine Learning Integration. Water, Air, and Soil Pollution, 236(13), 866.
Chaudhry, A.A., Zhang, C., Ernst, O.G., & Nagel, T. (2025). Effects of inhomogeneity and statistical and material anisotropy on THM simulations. Reliability Engineering and System Safety, 260, 110921.
Chen, C., Witte, F., Taherdangkoo, R., Cai, W., Chen, S., Kong, Y., Shao, H., Hofmann, M., & Nagel, T. (2025). Thermal performance response and heat load redistribution mechanism of a deep U-type borehole heat exchanger in heating systems. Applied Energy, 382, 125216.
Shehab, M., Taherdangkoo, R., & Butscher, C. (2025). A physics-based CatBoost model for water retention of compacted bentonite with global sensitivity analysis. Applied Clay Science, 277, 107948.
Keese, H., Rothschink, J., Stelzer, O., & Nagel, T. (2025). Transient hydro-mechanical analyses of column experiments on wave-induced soil liquefaction. Computers and Geotechnics, 185, 107321.
Kiszkurno, F.K., Buchwald, J., Silberman, C.B., Kolditz, O., & Nagel, T. (2025). Is more always better? Study on uncertainties introduced by decision-making process of model design — A case study with thermo-osmosis. International Journal of Rock Mechanics and Mining Sciences, 189, 106075.
Simo, E., de Lesquen, C., Vu, M.N., Raude, S., El Tabbal, G., Narkuniene, A., Poskas, P., Collin, F., Abhishek, R., Song, H., Gens, A., Song, F., Leon-Vargas, R.P., Tatomir, A.B., Mánica, M., Nagel, T., & Buchwald, J. (2025). Benchmarking thermo-hydro-mechanical models for geological barrier integrity in clay-based repositories. Acta Geotechnica, 20(10), 5407-5425.
Heidar, M.R., Doulati Ardejani, F., Taherdangkoo, R., Jodeiri Shokri, B., & Butscher, C. (2025). A Novel Empirical-Analytical Model for Predicting Groundwater Inflow into an Open Pit Partially Penetrating an Unconfined Aquifer. Mine Water and the Environment, 44(3), 631-640.
Kaiser, S., Wang, W., Buchwald, J., Naumov, D., Chaudhry, A.A., & Nagel, T. (2025). Differential assessment of effects of increasing model complexity in THM coupled models of the FE experiment at Mt. Terri. Geomechanics for Energy and the Environment, 42, 100637.
Goy, C., Dallari, F., Roseker, W., Bauer, R.P.C., Berkowicz, S., Friedrich, B., Gierke, A., Giesselmann, N.C., Jo, W., Lu, W., Möller, J., Pudell, J.E., Rodriguez-Fernandez, A., Shayduk, R., Striker, N.N., Valerio, J., Youssef, M., Zozulya, A., Fuoss, P., Gutt, C., Schulz, J., Stephenson, G.B., Madsen, A., Grübel, G., Perakis, F., & Lehmkühler, F. (2025). Speckle contrast from the split-and-delay unit with seeded X-ray pulses of the MID instrument at European XFEL. Journal of Physics: Conference Series, 3010(1), 012173.
Stemmle, R., Arab, A., Bauer, S., Beyer, C., Blöcher, G., Bossennec, C., Dörnbrack, M., Hahn, F., Jaeger, P., Kranz, S., Mauerberger, A., Nordheim, J.N., Ohagen, M., Petrova, E., Regenspurg, S., Rettenmaier, D., Saadat, A., Sass, I., Scheytt, T., Scholliers, N., Shao, H., Tzoufka, K., Zosseder, K., & Blum, P. (2025). Current research on aquifer thermal energy storage (ATES) in Germany. Grundwasser, 30, 107-124.
Taherdangkoo, R., Shehab, M., Nagel, T., Doulati Ardejani, F., & Butscher, C. (2024). Experimental Data on Maximum Swelling Pressure of Clayey Soils and Related Soil Properties. Data, 9(4), 57.
Buchwald, J., Kolditz, O., & Nagel, T. (2024). Design-of-Experiment (DoE) based history matching for probabilistic integrity analysis—A case study of the FE-experiment at Mont Terri. Reliability Engineering and System Safety, 244, 109903.
Stapf, H., Selbmann, F., Joseph, Y., & Rahimi, P. (2024). Membrane-Based NEMS/MEMS Biosensors. ACS Applied Electronic Materials, 6(4), 2120-2133.
Gießelmann, N.C., Lenz, P., Meinert, S.M., Simon, T., Bauer, R.P.C., Jo, W., Claas, S., Köhn, C., Striker, N.N., Fröba, M., & Lehmkühler, F. (2024). The structure of ice under confinement in periodic mesoporous organosilicas (PMOs). Journal of Chemical Physics, 161(3), 034508.
Nazari, M., Kashanian, S., Parnianchi, F., Hasanvand, Z., Mohebbi, M., Joseph, Y., & Rahimi, P. (2024). Electrochemical Sensing Based on Nanofibers Modified Electrodes for Application in Diagnostic, Food and Waste Water Samples. ChemElectroChem, 11(1), e202300385.
Kooti, G., Taherdangkoo, R., Chen, C., Sergeev, N., Doulati Ardejani, F., Meng, T., & Butscher, C. (2024). Machine learning prediction of methane, ethane, and propane solubility in pure water and electrolyte solutions: Implications for stray gas migration modeling. Acta Geochimica, 43(5), 971-984.
Taherdangkoo, R., Nagel, T., Chen, C., Mollaali, M., Ghasabeh, M., Cuisinier, O., Abdallah, A., & Butscher, C. (2024). Modeling unsaturated hydraulic conductivity of compacted bentonite using a constrained CatBoost with bootstrap analysis. Applied Clay Science, 260, 107530.
Chen, C., Binder, M., Oppelt, L., Hu, Y., Engelmann, C., Arab, A., Xu, W., Scheytt, T., & Nagel, T. (2024). Modeling of heat and solute transport in a fracture-matrix mine thermal energy storage system and energy storage performance evaluation. Journal of Hydrology, 636, 131335.
Chaghazardi, M., Kashanian, S., Nazari, M., Omidfar, K., Joseph, Y., & Rahimi, P. (2024). Fluorometric Mercury (II) Detection Using Heteroatom-Doped Carbon and Graphene Quantum Dots. Photonics, 11(9), 841.
Kafle, L., Xu, W.J., & Nagel, T. (2024). Numerical investigation of a potential landslide-induced tsunami at the Suofengying reservoir in China. Landslides, 21(5), 1083-1093.
Kolo, I., Brown, C.S., Nibbs, W., Cai, W., Falcone, G., Nagel, T., & Chen, C. (2024). A comprehensive review of deep borehole heat exchangers (DBHEs): subsurface modelling studies and applications. Geothermal Energy, 12(1), 19.
Falahi, S., Kubiak, A., Voronkina, A., Ehrlich, H., Joseph, Y., & Rahimi, P. (2024). Simultaneous Electrochemical Detection of Dopamine and Tryptophan Using 3D Goethite–Spongin Composites. Biomimetics, 9(6), 357.
Chaghazardi, M., Kashanian, S., Nazari, M., Omidfar, K., Shariati-Rad, M., Joseph, Y., & Rahimi, P. (2024). Mercury (II) sensing using a simple turn-on fluorescent graphene oxide based aptasensor in blood serum and water sample. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 313, 124057.
Stephan, S.M., Allroggen, N., Tronicke, J., & Jackisch, C. (2023). Time-Lapse GPR Imaging of Subsurface Flow Processes During a Hillslope Irrigation Experiment. 2023 12th International Workshop on Advanced Ground Penetrating Radar, IWAGPR 2023.
Gersdorf, S., Schildknecht, V., Schumann, E., Seidel, S., Torger, B., Prasser, Q., Frenzel, N., Lißner, A., Heitmann, J., Mertens, F., Frisch, G., & Plamper, F.A. (2023). Aqueous Polyelectrolyte Electrodeposition: The Effects of Alkyl Substitution and Varying Supporting Electrolyte Concentrations on the Deposition Efficiency. ChemElectroChem, 10(17), e202300217.
Gharehzadehshirazi, A., Zarejousheghani, M., Falahi, S., Joseph, Y., & Rahimi, P. (2023). Biomarkers and Corresponding Biosensors for Childhood Cancer Diagnostics. Sensors, 23(3), 1482.
Prasser, Q., Fuhs, T., Torger, B., Neubert, R., Brendler, E., Vogt, C., Mertens, F., & Plamper, F.A. (2023). Nonequilibrium Colloids: Temperature-Induced Bouquet Formation of Flower-like Micelles as a Time-Domain-Shifting Macromolecular Heat Alert. ACS Applied Materials and Interfaces, 15(50), 57950-57959.
Deng, T., Hellwig, O., Hlousek, F., Kern, D., Buske, S., & Nagel, T. (2023). Numerical modeling of seismic wave propagation in loosely deposited partially saturated sands: an application to a mine dump monitoring case. Environmental Earth Sciences, 82(9), 200.
Chaghaghazardi, M., Kashanian, S., Nazari, M., Omidfar, K., Joseph, Y., & Rahimi, P. (2023). Nitrogen and sulfur co-doped carbon quantum dots fluorescence quenching assay for detection of mercury (II). Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy, 293, 122448.
Steinbach, D., Neubert, R., Gersdorf, S., Schimpf, C., Erb, D., Rafaja, D., Plamper, F.A., & Mertens, F. (2023). Morphology and orientation change of layer-by-layer deposited one- and two-dimensional coordination polymer nanocrystals containing rhodium paddle-wheel units. CrystEngComm, 25(32), 4568-4581.
Falahi, S., Falahi, S., Zarejousheghani, M., Ehrlich, H., Joseph, Y., & Rahimi, P. (2023). Electrochemical Sensing of Gallic Acid in Beverages Using a 3D Bio-Nanocomposite Based on Carbon Nanotubes/Spongin-Atacamite. Biosensors, 13(2), 262.
Bin, M., Reiser, M., Filianina, M., Berkowicz, S., Das, S., Timmermann, S., Roseker, W., Bauer, R., Öström, J., Karina, A., Amann-Winkel, K., Ladd-Parada, M., Westermeier, F., Sprung, M., Möller, J., Lehmkühler, F., Gutt, C., & Perakis, F. (2023). Coherent X-ray Scattering Reveals Nanoscale Fluctuations in Hydrated Proteins. The Journal of Physical Chemistry B, 127(21), 4922-4930.
Prasser, Q., Steinbach, D., Münch, A.S., Neubert, R., Weber, C., Uhlmann, P., Mertens, F., & Plamper, F.A. (2022). Interfacial Rearrangements of Block Copolymer Micelles Toward Gelled Liquid–Liquid Interfaces with Adjustable Viscoelasticity. Small, 18(18), 2106956.
Falahi, S., Jaafar, A., Petrenko, I., Zarejousheghani, M., Ehrlich, H., Rahimi, P., & Joseph, Y. (2022). High-Performance Three-Dimensional Spongin–Atacamite Biocomposite for Electrochemical Nonenzymatic Glucose Sensing. ACS Applied Bio Materials, 5(2), 873-880.
